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19kmunz
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iot-23-preprocessed-minimumcolumns

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train · 2.37k rows

id.resp_p int64 0 65.5k	proto stringclasses 3 values	conn_state stringclasses 13 values	orig_pkts int64 0 66M	orig_ip_bytes int64 0 1.91B	resp_ip_bytes int64 0 350M	label stringclasses 2 values
8,081	tcp	S0	2	80	0	Malicious
37,215	tcp	S0	2	80	0	Malicious
52,869	tcp	S0	2	80	0	Malicious
8,080	tcp	S0	2	80	0	Malicious
80	tcp	S0	2	80	0	Malicious
666	tcp	S0	6	360	0	Malicious
8,081	tcp	REJ	2	80	80	Benign
37,215	tcp	REJ	2	80	80	Malicious
666	tcp	S0	2	120	0	Malicious
52,869	tcp	REJ	2	80	80	Malicious
80	tcp	RSTO	4	160	88	Benign
80	tcp	S0	6	360	0	Malicious
80	tcp	REJ	2	80	80	Benign
80	tcp	RSTO	6	240	176	Benign
666	tcp	REJ	2	120	80	Malicious
123	udp	SF	2	152	152	Benign
0	icmp	OTH	2	136	0	Benign
1	icmp	OTH	2	112	0	Benign
1	icmp	OTH	2	144	0	Benign
10	icmp	OTH	2	136	0	Benign
666	tcp	REJ	6	360	80	Malicious
13	icmp	OTH	2	112	0	Benign
1	icmp	OTH	2	136	0	Benign
0	icmp	OTH	2	112	0	Benign
8,080	tcp	REJ	2	80	80	Benign
0	icmp	OTH	2	192	0	Benign
80	tcp	S0	4	160	0	Malicious
22	tcp	OTH	136	9,088	9,152	Benign
8,081	tcp	RSTO	4	160	88	Benign
8,081	tcp	S0	6	360	0	Malicious
13	icmp	OTH	2	136	0	Benign
52,869	tcp	S0	4	160	0	Malicious
22	tcp	SF	20	1,376	1,512	Benign
666	tcp	REJ	4	240	80	Malicious
37,215	tcp	S0	4	160	0	Malicious
3	icmp	OTH	2	136	0	Benign
8,081	tcp	RSTO	4	160	80	Benign
13	icmp	OTH	2	140	0	Benign
8,081	tcp	RSTO	8	320	264	Benign
17,576	tcp	REJ	2	88	80	Benign
17,576	tcp	RSTOS0	2	80	0	Benign
53	udp	S0	2	134	0	Benign
53	udp	SF	2	146	146	Benign
53	udp	SF	2	134	131	Benign
53	udp	SF	1	67	131	Benign
53	udp	S0	1	67	0	Benign
53	udp	SF	1	73	73	Benign
123	udp	S0	1	76	0	Benign
53	udp	SF	1	67	67	Benign
443	tcp	S0	3	180	0	Malicious
53	udp	SF	1	67	83	Benign
443	tcp	S0	1	60	0	Malicious
123	udp	SF	2	152	76	Benign
53	udp	S0	1	73	0	Benign
53	udp	SF	2	132	82	Benign
53	udp	SF	1	66	82	Benign
123	udp	SF	1	76	76	Benign
22	tcp	OTH	0	0	88	Benign
123	udp	S0	2	152	0	Benign
123	udp	SF	10	760	760	Benign
123	udp	SF	8	608	608	Benign
123	udp	SF	7	532	532	Benign
5,355	udp	SF	1	73	146	Benign
123	udp	SF	6	456	456	Benign
53	udp	SF	1	67	122	Benign
443	tcp	SF	8,295	348,808	366,587	Malicious
53	udp	S0	2	132	0	Benign
443	tcp	RSTR	3	1,600	224	Malicious
53	udp	S0	1	66	0	Benign
53	udp	S0	1	71	0	Benign
53	udp	SF	1	71	87	Benign
53	udp	S0	2	142	0	Benign
53	udp	S0	2	146	0	Benign
53	udp	SF	1	73	148	Benign
53	udp	SF	1	67	179	Benign
443	tcp	S1	8,872	372,893	388,975	Malicious
53	udp	SF	3	201	198	Benign
53	udp	SF	2	134	83	Benign
22	tcp	OTH	3	192	752	Benign
443	tcp	SF	6,793	285,885	301,794	Malicious
443	tcp	REJ	2	120	40	Malicious
53	udp	SF	2	132	132	Benign
53	udp	SF	2	142	142	Benign
53	udp	SF	2	134	134	Benign
0	icmp	OTH	68	5,672	0	Benign
443	tcp	S2	5,895	248,182	257,816	Malicious
443	tcp	S1	4,485	189,231	200,386	Malicious
8,081	tcp	S0	1	40	0	Malicious
37,215	tcp	S0	1	40	0	Malicious
52,869	tcp	S0	1	40	0	Malicious
8,080	tcp	S0	1	40	0	Benign
80	tcp	S0	1	40	0	Malicious
666	tcp	S0	3	180	0	Malicious
666	tcp	S0	1	60	0	Malicious
37,215	tcp	REJ	1	40	40	Malicious
8,080	tcp	REJ	1	40	40	Benign
8,080	tcp	RSTO	2	80	44	Benign
8,080	tcp	S0	3	180	0	Benign
1	icmp	OTH	1	56	0	Benign
0	icmp	OTH	1	56	0	Benign